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推荐系统/计算广告相关仓库,个人博客https://jesse-csj.github.io/
DeepFM模型请问下您用的是criteo的数据集吗?我看您上面的train和test的数据集和criteo上的数据集格式不一样,如果是用的criteo的数据集,请问您是怎么处理的?如果不是请问您用的是什么数据集?
你好 百度云盘的数据集无法下载了 能否提供其他的方式呢?
Hello! I've found a performance issue in /ctr_of_recommendation/Wide&Deep_Demo: batch()
should be called before map()
, which could make your program more efficient. Here is the tensorflow document to support it.
Detailed description is listed below:
dataset.batch(batch_size)
(here) should be called before .map(parse_csv, num_parallel_calls=5)
(here).dataset.batch(batch_size)
(here) should be called before .map(parse_csv, num_parallel_calls=5)
(here).Besides, you need to check the function called in map()
(e.g., parse_csv
called in .map(parse_csv, num_parallel_calls=5)
) whether to be affected or not to make the changed code work properly. For example, if parse_csv
needs data with shape (x, y, z) as its input before fix, it would require data with shape (batch_size, x, y, z).
Looking forward to your reply. Btw, I am very glad to create a PR to fix it if you are too busy.
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